@article{hallucinatelessbythinkingmoreaspectbased, title = {Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models}, author = {Vy Nguyen and Ziqi Xu and Jeffrey Chan and Estrid He and Feng Xia and Xiuzhen Zhang}, year = {2025}, eprint = {2511.17170}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.17170}, }